Throughout this work, we use the Ridge regression from scikit-learn [1]} as an accuracy predictor. Other choices can also be valid, although the Ridge regression model has proven stable across our experiments. Table REF  compares a non-exhaustive list of accuracy predictors from scikit-learn and their performancde on the DONNA architectural test set.
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